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3.45 kB
| import json | |
| from pathlib import Path | |
| import pytest | |
| from legex import published | |
| def _write_gold(tmp_path: Path, cc: str, records: list[dict]) -> Path: | |
| path = tmp_path / cc / f"goldenset_{cc}.jsonl" | |
| path.parent.mkdir(parents=True) | |
| path.write_text("\n".join(json.dumps(r) for r in records) + "\n", encoding="utf-8") | |
| return path | |
| def _record(case_id: str, annotator_id: str, **labels) -> dict: | |
| rec = {"case_id": case_id, "link": None, "full_text": "text"} | |
| rec.update({f: None for f in published.SCHEMA_FIELDS}) | |
| rec.update(labels) | |
| rec.update({"comment": None, "original_input": "{}", "annotator_id": annotator_id}) | |
| return rec | |
| def gold_dir(tmp_path: Path) -> Path: | |
| _write_gold(tmp_path, "ch", [ | |
| _record("1A_1/2024", "aaaa000000", legal_subject_judgement="Rental", | |
| plaintiff_loosing_share=0.5, plaintiffs_all_count=1), | |
| _record("1A_2/2024", "aaaa000000", legal_subject_judgement="Contract", | |
| court_cost_awarded_nominal=500), | |
| # reannotations, appended after the primary rows | |
| _record("1A_1/2024", "bbbb111111", legal_subject_judgement="Rental_Agreement", | |
| plaintiff_loosing_share=0), | |
| # empty reannotation row: dropped by the annotator-label loader | |
| _record("1A_2/2024", "bbbb111111"), | |
| ]) | |
| return tmp_path | |
| def test_label_fields_are_the_11_evaluated_fields() -> None: | |
| assert len(published.LABEL_FIELDS) == 11 | |
| assert "Currency_dispute_value_nominal" not in published.LABEL_FIELDS | |
| assert published.LABEL_FIELDS[0] == "legal_subject_judgement" | |
| def test_load_gold_labels_takes_first_row_per_case(gold_dir: Path) -> None: | |
| columns, gold = published.load_gold_labels(gold_dir, "ch") | |
| assert columns == list(published.LABEL_FIELDS) | |
| assert set(gold) == {"1A_1/2024", "1A_2/2024"} | |
| # primary row wins over the appended reannotation; values are normalised strings | |
| assert gold["1A_1/2024"]["legal_subject_judgement"] == "Rental" | |
| assert gold["1A_1/2024"]["plaintiff_loosing_share"] == "0.5" | |
| assert gold["1A_1/2024"]["plaintiffs_all_count"] == "1" | |
| assert gold["1A_2/2024"]["court_cost_awarded_nominal"] == "500" | |
| assert gold["1A_2/2024"]["trial_start_date"] == "" | |
| def test_load_annotator_labels_roles_and_filtering(gold_dir: Path) -> None: | |
| labels = published.load_annotator_labels(gold_dir, ["ch"]) | |
| keys = set(labels) | |
| # first row per case = primary; reannotation keyed by its hash; the | |
| # all-empty reannotation row is dropped | |
| assert (published.PRIMARY, "ch", "1a_1_2024") in keys | |
| assert (published.PRIMARY, "ch", "1a_2_2024") in keys | |
| assert ("bbbb111111", "ch", "1a_1_2024") in keys | |
| assert ("bbbb111111", "ch", "1a_2_2024") not in keys | |
| assert labels[("bbbb111111", "ch", "1a_1_2024")]["plaintiff_loosing_share"] == "0" | |
| def test_inference_file_mapping(tmp_path: Path) -> None: | |
| assert published.inference_file(tmp_path, "ch", "harvey-2").name == "inference_harvey_2.jsonl" | |
| assert published.inference_file(tmp_path, "ch", "gemini/gemini-3.1-flash-lite").name == \ | |
| "inference_gemini.jsonl" | |
| assert published.inference_file(tmp_path, "ch", "legora-1").name == "inference_legora_1.jsonl" | |
| with pytest.raises(KeyError): | |
| published.inference_file(tmp_path, "ch", "claude-fable-5") | |
| def test_countries_with_gold(gold_dir: Path) -> None: | |
| assert published.countries_with_gold(gold_dir) == ["ch"] | |